{
  "_id": "6acde7e0a14063b82c3acbd6",
  "Package": "gelnet",
  "Version": "1.3.0",
  "Date": "2018-12-01",
  "License": "MIT",
  "Title": "Generalized Elastic Nets",
  "Description": "Implements several extensions of the elastic net\nregularization scheme. These extensions include individual\nfeature penalties for the L1 term, feature-feature penalties\nfor the L2 term, as well as translation coefficients for the\nlatter.",
  "Author": "Artem Sokolov",
  "Maintainer": "Artem Sokolov <artem.sokolov@gmail.com>",
  "Encoding": "UTF-8",
  "VignetteBuilder": "knitr",
  "RoxygenNote": "6.1.1",
  "Repository": "https://artemsokolov.r-universe.dev",
  "Date/Publication": "2026-08-12 03:46:27 UTC",
  "RemoteUrl": "https://github.com/artemsokolov/gelnet",
  "RemoteRef": "HEAD",
  "RemoteSha": "5f3192c44a6315c8a01f0778dc4b75c7fea7fcf2",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-10-11 10:52:00 UTC",
    "User": "root"
  },
  "_user": "artemsokolov",
  "_type": "src",
  "_file": "gelnet_1.3.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/eed7c99c7b3567af3eb95be591dbff4971b8f478466486003353eabea913e43a",
  "_filesize": 305659,
  "_sha256": "eed7c99c7b3567af3eb95be591dbff4971b8f478466486003353eabea913e43a",
  "_expires": "2027-01-19T11:02:15.000Z",
  "_created": "2026-10-11T10:52:00.000Z",
  "_published": "2026-10-13T08:12:16.785Z",
  "_buildurl": "https://github.com/r-universe/artemsokolov/actions/runs/38133311801",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 115194663308,
      "time": 95,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "11699499569"
    },
    {
      "job": 115194662673,
      "time": 111,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "11700246560"
    },
    {
      "job": 115194663355,
      "time": 94,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "11700131827"
    },
    {
      "job": 115194662821,
      "time": 113,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "11699719175"
    },
    {
      "job": 115194662633,
      "time": 202,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "11699982469"
    },
    {
      "job": 115194662713,
      "time": 393,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "11700312009"
    },
    {
      "job": 115194663132,
      "time": 160,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "11700430719"
    },
    {
      "job": 115194662802,
      "time": 256,
      "config": "macos-release-x86_64",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "11700670248"
    },
    {
      "job": 115194661215,
      "time": 175,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11700351929"
    },
    {
      "job": 115194662762,
      "time": 111,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11699852409"
    },
    {
      "job": 115194660526,
      "time": 297,
      "config": "windows-devel-arm64",
      "r": "4.7.0",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 115194660300,
      "time": 85,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 115194660233,
      "time": 63,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 115194660421,
      "time": 296,
      "config": "windows-release-arm64",
      "r": "4.6.1",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 115194660266,
      "time": 114,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "FAIL",
      "artifact": ""
    }
  ],
  "_upstream": "https://github.com/artemsokolov/gelnet",
  "_commit": {
    "id": "5f3192c44a6315c8a01f0778dc4b75c7fea7fcf2",
    "author": "Artem Sokolov <artem.sokolov@gmail.com>",
    "committer": "Artem Sokolov <artem.sokolov@gmail.com>",
    "message": "Version tag\n",
    "time": 1786506387
  },
  "_maintainer": {
    "name": "Artem Sokolov",
    "email": "artem.sokolov@gmail.com",
    "login": "artemsokolov",
    "description": "",
    "uuid": 1377144
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "role": "LinkingTo"
    },
    {
      "package": "Rcpp",
      "role": "Imports"
    },
    {
      "package": "glue",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "purrr",
      "role": "Suggests"
    },
    {
      "package": "rlang",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "stringr",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    }
  ],
  "_owner": "artemsokolov",
  "_selfowned": true,
  "_usedby": 1,
  "_updates": [
    {
      "week": "2026-30",
      "n": 1
    },
    {
      "week": "2026-33",
      "n": 10
    }
  ],
  "_tags": [
    {
      "name": "v1.3.0",
      "date": "2026-08-12"
    }
  ],
  "_stars": 3,
  "_contributors": [
    {
      "user": "artemsokolov",
      "count": 69,
      "uuid": 1377144
    }
  ],
  "_userbio": {
    "uuid": 1377144,
    "type": "user",
    "name": "Artem Sokolov",
    "followers": 31
  },
  "_downloads": {
    "count": 420,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/gelnet"
  },
  "_mentions": 3,
  "_devurl": "https://github.com/artemsokolov/gelnet",
  "_searchresults": 30,
  "_topics": [
    "cpp"
  ],
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/gelnet.html",
    "extra/manual.pdf",
    "extra/readme.html",
    "extra/readme.md",
    "LICENSE"
  ],
  "_homeurl": "https://github.com/artemsokolov/gelnet",
  "_realowner": "artemsokolov",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0",
      "date": "2015-02-03"
    },
    {
      "version": "1.1",
      "date": "2015-05-14"
    },
    {
      "version": "1.2",
      "date": "2015-08-15"
    },
    {
      "version": "1.2.1",
      "date": "2016-04-05"
    },
    {
      "version": "1.2.2",
      "date": "2026-07-22"
    }
  ],
  "_exports": [
    "adj2lapl",
    "adj2nlapl",
    "gel_init",
    "gelnet",
    "gelnet_blr_obj",
    "gelnet_blr_opt",
    "gelnet_cv",
    "gelnet_lin_obj",
    "gelnet_lin_opt",
    "gelnet_oclr_obj",
    "gelnet_oclr_opt",
    "gelnet_train",
    "gelnet.ker",
    "L1_ceiling",
    "model_blr",
    "model_lin",
    "model_oclr",
    "perturb.gelnet",
    "rglz_L1",
    "rglz_L2",
    "rglz_nf"
  ],
  "_help": [
    {
      "page": "plus-.geldef",
      "title": "Composition operator for GELnet model definition",
      "topics": [
        "+.geldef"
      ]
    },
    {
      "page": "adj2lapl",
      "title": "Generate a graph Laplacian",
      "topics": [
        "adj2lapl"
      ]
    },
    {
      "page": "adj2nlapl",
      "title": "Generate a normalized graph Laplacian",
      "topics": [
        "adj2nlapl"
      ]
    },
    {
      "page": "gel_init",
      "title": "Initializer for GELnet models",
      "topics": [
        "gel_init"
      ]
    },
    {
      "page": "gelnet",
      "title": "GELnet model definition",
      "topics": [
        "gelnet"
      ]
    },
    {
      "page": "gelnet_blr_obj",
      "title": "Binary logistic regression objective function",
      "topics": [
        "gelnet_blr_obj"
      ]
    },
    {
      "page": "gelnet_blr_opt",
      "title": "GELnet optimizer for binary logistic regression",
      "topics": [
        "gelnet_blr_opt"
      ]
    },
    {
      "page": "gelnet_cv",
      "title": "k-fold cross-validation for parameter tuning.",
      "topics": [
        "gelnet_cv"
      ]
    },
    {
      "page": "gelnet_lin_obj",
      "title": "Linear regression objective function",
      "topics": [
        "gelnet_lin_obj"
      ]
    },
    {
      "page": "gelnet_lin_opt",
      "title": "GELnet optimizer for linear regression",
      "topics": [
        "gelnet_lin_opt"
      ]
    },
    {
      "page": "gelnet_oclr_obj",
      "title": "One-class logistic regression objective function",
      "topics": [
        "gelnet_oclr_obj"
      ]
    },
    {
      "page": "gelnet_oclr_opt",
      "title": "GELnet optimizer for one-class logistic regression",
      "topics": [
        "gelnet_oclr_opt"
      ]
    },
    {
      "page": "gelnet_train",
      "title": "Trains a GELnet model",
      "topics": [
        "gelnet_train"
      ]
    },
    {
      "page": "gelnet.ker",
      "title": "Kernel models for linear regression, binary classification and one-class problems.",
      "topics": [
        "gelnet.ker"
      ]
    },
    {
      "page": "L1_ceiling",
      "title": "The largest meaningful value of the L1 parameter",
      "topics": [
        "L1_ceiling"
      ]
    },
    {
      "page": "model_blr",
      "title": "Binary logistic regression",
      "topics": [
        "model_blr"
      ]
    },
    {
      "page": "model_lin",
      "title": "Linear regression",
      "topics": [
        "model_lin"
      ]
    },
    {
      "page": "model_oclr",
      "title": "One-class logistic regression",
      "topics": [
        "model_oclr"
      ]
    },
    {
      "page": "perturb.gelnet",
      "title": "Perturbs a GELnet model",
      "topics": [
        "perturb.gelnet"
      ]
    },
    {
      "page": "rglz_L1",
      "title": "L1 regularizer",
      "topics": [
        "rglz_L1"
      ]
    },
    {
      "page": "rglz_L2",
      "title": "L2 regularizer",
      "topics": [
        "rglz_L2"
      ]
    },
    {
      "page": "rglz_nf",
      "title": "Alternative L1 regularizer",
      "topics": [
        "rglz_nf"
      ]
    }
  ],
  "_readme": "https://github.com/artemsokolov/gelnet/raw/HEAD/README.md",
  "_rundeps": [
    "Rcpp",
    "RcppArmadillo"
  ],
  "_sysdeps": [
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_vignettes": [
    {
      "source": "basics.Rmd",
      "filename": "basics.html",
      "title": "Basics",
      "author": "Artem Sokolov",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Building your first GELnet model",
        "Other regression problems"
      ],
      "created": "2018-09-23 18:07:19",
      "modified": "2026-07-22 03:00:41",
      "commits": 3
    }
  ],
  "_score": 5.90848501887865,
  "_indexed": true,
  "_nocasepkg": "gelnet",
  "_universes": [
    "artemsokolov"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.3.0",
      "date": "2026-10-11T10:53:41.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "5f3192c44a6315c8a01f0778dc4b75c7fea7fcf2",
      "fileid": "https://r2.ropensci.org/671e4b6b9155682d5cc106b15e47f39f78a6514d64413deed3ddbf73b20a4e63",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/artemsokolov/actions/runs/38133311801"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.3.0",
      "date": "2026-10-11T10:53:55.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "5f3192c44a6315c8a01f0778dc4b75c7fea7fcf2",
      "fileid": "https://r2.ropensci.org/20ed1902bded6a07b2cbc5b70df4a3aee95319806fc747188edfd6b88ed2287a",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/artemsokolov/actions/runs/38133311801"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.3.0",
      "date": "2026-10-11T10:53:42.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "5f3192c44a6315c8a01f0778dc4b75c7fea7fcf2",
      "fileid": "https://r2.ropensci.org/4ea636c00aef4c9e30f6f280140270ea2f86c5167d7d37f080f947a9333c1039",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/artemsokolov/actions/runs/38133311801"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.3.0",
      "date": "2026-10-11T10:53:53.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "5f3192c44a6315c8a01f0778dc4b75c7fea7fcf2",
      "fileid": "https://r2.ropensci.org/1c31d15fd7abf0a843fb157b13085d72a135afd44484c4b1a92ab449e7c7e81d",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/artemsokolov/actions/runs/38133311801"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.3.0",
      "date": "2026-10-11T10:58:50.000Z",
      "arch": "aarch64",
      "commit": "5f3192c44a6315c8a01f0778dc4b75c7fea7fcf2",
      "fileid": "https://r2.ropensci.org/96ca73bf697308e61d4d2c5abcdadb60c4f1334f7328c7b304d4f93322aec6d6",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/artemsokolov/actions/runs/38133311801"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.3.0",
      "date": "2026-10-11T11:00:05.000Z",
      "arch": "x86_64",
      "commit": "5f3192c44a6315c8a01f0778dc4b75c7fea7fcf2",
      "fileid": "https://r2.ropensci.org/f2c3faeabc39a6c27150689a65f30799ce8baeb9618610955cb04f948f0c17d5",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/artemsokolov/actions/runs/38133311801"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.3.0",
      "date": "2026-10-11T10:58:13.000Z",
      "arch": "aarch64",
      "commit": "5f3192c44a6315c8a01f0778dc4b75c7fea7fcf2",
      "fileid": "https://r2.ropensci.org/0bdd6c6af51cee447eec38a908a817c33910cb7331e137fc12700d50c80e2a18",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/artemsokolov/actions/runs/38133311801"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.3.0",
      "date": "2026-10-11T10:59:19.000Z",
      "arch": "x86_64",
      "commit": "5f3192c44a6315c8a01f0778dc4b75c7fea7fcf2",
      "fileid": "https://r2.ropensci.org/de752eae1bb172a94b58af3e669d1539c7477f752511fd99dd5959ef8ff2e60e",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/artemsokolov/actions/runs/38133311801"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.3.0",
      "date": "2026-10-11T10:54:08.000Z",
      "arch": "emscripten",
      "commit": "5f3192c44a6315c8a01f0778dc4b75c7fea7fcf2",
      "fileid": "https://r2.ropensci.org/04c7caa0331599de7d17f317054558e26aca0e1e3638596aab53eeb4d26c5245",
      "status": "success",
      "buildurl": "https://github.com/r-universe/artemsokolov/actions/runs/38133311801"
    }
  ]
}